> ## Documentation Index
> Fetch the complete documentation index at: https://wb-21fd5541-wbdocs-1882.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Why am I seeing fewer data points than I logged?

When visualizing metrics against an X-axis other than `Step`, expect to see fewer data points. Metrics must log at the same `Step` to remain synchronized. Only metrics logged at the same `Step` are sampled while interpolating between samples.

**Guidelines**

Bundle metrics into a single `log()` call. For example, instead of:

```python theme={null}
import wandb
with wandb.init() as run:
    run.log({"Precision": precision})
    ...
    run.log({"Recall": recall})
```

Use:

```python theme={null}
import wandb
with wandb.init() as run:
    run.log({"Precision": precision, "Recall": recall})
```

For manual control over the step parameter, synchronize metrics in the code as follows:

```python theme={null}
with wandb.init() as run:
    step = 100  # Example step value
    # Log Precision and Recall at the same step
    run.log({"Precision": precision, "Recall": recall}, step=step)
```

Ensure the `step` value remains the same in both `log()` calls for the metrics to log under the same step and sample together. The `step` value must increase monotonically in each call. Otherwise, the `step` value is ignored.

***

<Badge stroke shape="pill" color="orange" size="md">[Experiments](/support/models/tags/experiments)</Badge><Badge stroke shape="pill" color="orange" size="md">[Metrics](/support/models/tags/metrics)</Badge>